Experiments

Searchable full-text extractions: founding hypothesis, core claims, experimental setups, key results and statistics — pulled out of each paper as structure. Search a cell line, an assay or an entity (e.g. HUH7) and find every paper that worked with it. This corpus stands on its own: most entries carry no reproduction assessment (yet).

• "Reverse ecology" and the power of population genomics.

  PMID 18752601 · PMC2626434 · Evolution; international journal of organic evolution · 2008 · 8 claims · 7 setups

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  Population genomic data can be used to rapidly identify genes targeted by adaptive natural selection, an approach termed 'reverse ecology'.

  cerevisiae melanogaster sapiens simulans likelihood mcdonald-kreitman mkprf

• The use of multiple displacement amplification to amplify complex DNA libraries.

  PMID 18285362 · PMC2275127 · Nucleic acids research · 2008 · 7 claims · 8 setups

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  MDA alone cannot select against/remove plasmid ligation multimers, unlike bacterial propagation

  hes3 hes3-derived coli plasmids isolation flcdna gis-pet

• Swarm intelligence based wavelet coefficient feature selection for mass spectral classification: an application to proteomics data.

  PMID 19733729 · PMC2748225 · Analytica chimica acta · 2009 · 8 claims · 4 setups

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  ACA-based wavelet coefficient feature selection can achieve up to 100% classification accuracy on training, validating, and independent testing sets using only 5 selected features.

  blood baseline-corrected 953-dimensional training seldi-tof wavelet ant

• SNP@Evolution: a hierarchical database of positive selection on the human genome.

  PMID 19732458 · PMC2755008 · BMC evolutionary biology · 2009 · 7 claims · 6 setups

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  SNP@Evolution is a hierarchical database integrating HET, FST, and iHS from HapMap Phase II and III to identify genome-wide positive selection signals

  hapmap autosomes simulated sliding snp sliding haplotype-based

• Genomic mutation rates: what high-throughput methods can tell us.

  PMID 19644920 · PMC2952423 · BioEssays : news and reviews in molecular, cellular and developmental biology · 2009 · 8 claims · 8 setups

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  High-throughput DNA analyses yield genome mutation rate estimates markedly higher than those obtained with pre-genomic strategies

  cerevisiae elegans melanogaster mammals fluctuation mutation indirect

• Nucleotide sequence polymorphism at the apical membrane antigen-1 locus reveals population history of Plasmodium vivax in Thailand.

  PMID 19643205 · PMC2790030 · Infection, genetics and evolution : journal of molecular epidemiology and evolutionary genetics in infectious diseases · 2009 · 8 claims · 6 setups

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  The domain II loop of PvAMA-1 is almost completely conserved at the amino acid level, consistent with strong purifying selection.

  plasmodium pvama-1 vivax pcr molecular merozoite

• Prognostic biomarker discovery in pancreatic cancer through hybrid ensemble feature selection and multi-omics data.

  PMID 41957754 · PMC13188360 · BioData mining · 2026 · 7 claims · 3 setups

  Has reproduction · 92

  The hEFS framework integrates data subsampling with multiple prognostic models (embedded and wrapper-based), aggregates feature rankings via a voting-theory-inspired approach, and selects the optimal feature subset via Pareto front optimization, eliminating user-defined thresholds.

  pancreatic pdac multi-omics gene monte

• MuPlex: multi-objective multiplex PCR assay design.

  PMID 15980531 · PMC1160138 · Nucleic acids research · 2005 · 8 claims · 3 setups

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  MuPlex is a web-enabled system that designs multiplex PCR assays by selecting primer pairs for SNPs and partitioning them into multiplex-compatible tube sets.

  user-submitted candidate genomic multiplex primer homogeneous

• QuickSNP: an automated web server for selection of tagSNPs.

  PMID 17517769 · PMC1933212 · Nucleic acids research · 2007 · 7 claims · 3 setups

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  QuickSNP is a freely available automated web server for selecting tagSNPs from a chromosomal region, genes within a region, or a specified gene list, with a gene-centric selection option

  genes selected chromosome automated gene-centric tagsnp

• A comparison of classification methods for predicting Chronic Fatigue Syndrome based on genetic data.

  PMID 19772600 · PMC2765429 · Journal of translational medicine · 2009 · 7 claims · 3 setups

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  The naive Bayes model with the wrapper-based feature selection approach performed best among all predictive models tested for distinguishing CFS from controls.

  subjects naive svm c4.5

• htSNPer1.0: software for haplotype block partition and htSNPs selection.

  PMID 15740612 · PMC1274247 · BMC bioinformatics · 2005 · 6 claims · 1 setups

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  The GBB algorithm finds the globally optimal minimal htSNP set with far less computing time than exhaustive/enumeration search.

  chromosome haplotype

• The UCSC Genome Browser Database: update 2009.

  PMID 18996895 · PMC2686463 · Nucleic acids research · 2009 · 8 claims · 6 setups

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  The UCSC Genome Browser Database (GBD) is a publicly available, integrated collection of genome assembly sequences and annotations across many organisms, including extensive comparative-genomic resources.

  chimp vertebrate mrnas genome genome-wide multiz blat

• ddRAD-seq reveals the genetic structure and detects signals of selection in Italian brown trout.

  PMID 35100964 · PMC8805291 · Genetics, selection, evolution : GSE · 2022 · 7 claims · 9 setups

  Has reproduction · 87

  Italian brown trout populations are genetically differentiated but show strong admixture from stocking practices, especially with the Atlantic lineage.

  brown snp subset salmo ddrad-seq admixture newhybrids

• Genomic prediction based on selective linkage disequilibrium pruning of low-coverage whole-genome sequence variants in a pure Duroc population.

  PMID 37853325 · PMC10583454 · Genetics, selection, evolution : GSE · 2023 · 8 claims · 6 setups

  Has reproduction

  Selective linkage disequilibrium pruning (SLDP) refines whole-genome SNP sets using GWAS prior information to improve genomic prediction accuracy.

  duroc 1000-individual real low-coverage genome-wide genomic

• Cost-effectively dissecting the genetic architecture of complex wool traits in rabbits by low-coverage sequencing.

  PMID 36401180 · PMC9673297 · Genetics, selection, evolution : GSE · 2022 · 8 claims · 8 setups

  Has reproduction · 50

  BaseVar + STITCH at 1.0X sequencing depth with a sample size >300 achieves the highest genotyping accuracy among tested imputation strategies (genotype concordance >98.8%, genotype accuracy >0.97).

  angora domesticated candidate low-coverage multivariate principal

• Including microbiome information in a multi-trait genomic evaluation: a case study on longitudinal growth performance in beef cattle.

  PMID 38491422 · PMC10943865 · Genetics, selection, evolution : GSE · 2024 · 8 claims · 5 setups

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  The host genome's influence on the functional rumen microbiome contributes to temporal variation in average daily gain (ADG1-ADG4) across finishing months in beef cattle.

  rumen blood beef metagenome snp longitudinal

• Cell-type annotation with accurate unseen cell-type identification using multiple references.

  PMID 37379341 · PMC10335708 · PLoS computational biology · 2023 · 8 claims · 4 setups

  Has reproduction · 68

  mtANN integrates multiple reference datasets and eight gene selection methods via ensemble learning (multiple deep classification models + majority voting) to improve cell-type annotation accuracy

  pbmc pancreas covid-19 scrna-seq

• Smart spatial omics (S2-omics) optimizes region of interest selection to capture molecular heterogeneity in diverse tissues.

  PMID 41298871 · PMC12662399 · Nature cell biology · 2025 · 7 claims · 6 setups

  Has reproduction · 100

  S2-omics is an end-to-end workflow that automatically selects ROIs from H&E histology images to maximize molecular information content for spatial omics profiling.

  gastric colorectal additional breast xenium visium histology

• Assessing Bos taurus introgression in the UOA Bos indicus assembly.

  PMID 34922445 · PMC8684283 · Genetics, selection, evolution : GSE · 2021 · 7 claims · 6 setups

  Has reproduction · 86

  Aligning B. taurus samples to UOA_Brahman_1 detects up to 5 million more SNVs than aligning to ARS_UCD1.2, and aligning B. indicus samples to ARS_UCD1.2 detects 1.5 million more SNVs than aligning to UOA_Brahman_1, demonstrating reference-genome bias.

  cattle same per-breed merged whole-genome snv principal

• Whole-genome sequencing of cryopreserved resources from French Large White pigs at two distinct sampling times reveals strong signatures of convergent and divergent selection between the dam and sire lines.

  PMID 36864379 · PMC9979506 · Genetics, selection, evolution : GSE · 2023 · 6 claims · 8 setups

  Has reproduction · 100

  French LWD and LWS lines have lost approximately 5% of the SNPs that segregated in the 1977 ancestral population.

  boars lwd lws pig whole-genome genetic genome-wide